Evaluation of strength and stiffness degradation of RC shear walls: An integrated image processing and deep learning approach
Xiaodong Ji,
Yue Yu,
Xiang Gao
et al.
Abstract:In the aftermath of an earthquake, damage detection and performance evaluation of structural components are imperative for assessing the residual seismic capacity of a building. In this study, an integrated image processing and deep learning approach was developed to evaluate the degradation in strength and stiffness (i.e., strength reduction and stiffness reduction) of reinforced concrete (RC) shear walls. The approach comprised two main tasks: detecting and localizing visible seismic damage from photographs … Show more
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